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shraddha's Projects

breastcancerdetection icon breastcancerdetection

Our breast cancer detection machine learning model shows great promise in aiding early detection of breast cancer, which can significantly improve the chances of successful treatment. Further research and development can help refine the model and make it more accurate and efficient.

churnmodelling icon churnmodelling

Customer churn rate prediction is an ML model designed to predict the likelihood of customers leaving a business or discontinuing its services. It uses machine learning algorithms to analyze various data points such as customer demographics, transactional history, purchase behavior, and engagement metrics to identify trends that may indicate churn

creditcardfrauddetection icon creditcardfrauddetection

It is important that credit card companies are able to recognize fraudulent credit card transactions so that customers are not charged for items that they did not purchase.

customersegmentation icon customersegmentation

Used the K-Means clustering algorithm to group customers based on similar characteristics and behavior

flight-fare-prediction icon flight-fare-prediction

A flight fare prediction machine learning model is designed to predict the price of a flight ticket based on various factors such as the flight route, airline, date of booking, and other relevant features. This model can be used to help travelers plan and budget their trips more effectively by providing an accurate estimate of the cost of flights.

movierecommendersystem icon movierecommendersystem

Used Collaborative Filtering algorithm to suggest movies to users based on their preferences and past viewing history.

project-walkthroughs icon project-walkthroughs

Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .

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